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3ba60e1656
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Split a FluxTextEncoderInvocation out from the FluxTextToImageInvocation. This has the advantage that we benfit from automatic caching when the prompt isn't changed.
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2024-08-21 08:59:19 -04:00 |
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3f79467f7b
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Ruff format
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2024-07-17 04:24:45 +03:00 |
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2c2ec8f0bc
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Comments, a bit refactor
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2024-07-17 04:20:31 +03:00 |
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03e22c257b
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Convert conditioning_mode to enum
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2024-07-17 03:37:11 +03:00 |
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ae6d4fbc78
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Move out _concat_conditionings_for_batch submethods
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2024-07-17 03:31:26 +03:00 |
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d623bd429b
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Fix condtionings logic
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2024-07-16 00:31:56 +03:00 |
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3a9dda9177
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Renames
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2024-07-12 22:44:00 +03:00 |
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0bc60378d3
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A bit rework conditioning convert to unet kwargs
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2024-07-12 20:43:32 +03:00 |
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9cc852cf7f
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Base code from draft PR
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2024-07-12 20:31:26 +03:00 |
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1d449097cc
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Apply ruff rule to disallow all relative imports.
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2024-07-04 09:35:37 -04:00 |
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f46bbaf8c4
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fix: make ip-adapter weights not be optional
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2024-04-16 21:12:45 +05:30 |
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d27907cc6d
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fix: entire reshaping block needs to be skipped
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2024-04-16 04:29:53 +05:30 |
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7ee3fef2db
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cleanup: better var names for the ip adapter weight collection block
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2024-04-16 04:23:50 +05:30 |
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a148c4322c
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fix: IP Adapter weights being incorrectly applied
They were being overwritten rather than being appended
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2024-04-16 04:10:41 +05:30 |
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5f6c6abf9c
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chore: change IPAdapterAttentionWeights to a dataclass
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2024-04-15 23:38:55 +05:30 |
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8426f1e7b2
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fix(experimental): Possible fix for conflict with regional embed length mismatch
Pushing this so people can test it out and see if this needs to be handled in a different way.
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2024-04-14 12:19:19 +05:30 |
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9cb0f63c44
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refactor: fix a bunch of type issues in custom_attention
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2024-04-13 14:17:25 +05:30 |
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d4393e4170
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chore: linter fixes
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2024-04-13 12:14:45 +05:30 |
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6ea183f0d4
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wip: Initial Implementation IP Adapter Style & Comp Modes
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2024-04-13 11:09:45 +05:30 |
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f9af32a6d1
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Fix the padding behavior when max-pooling regional IP-Adapter masks to mirror the downscaling behavior of SD and SDXL. Prior to this change, denoising with input latent dimensions that were not evenly divisible by 8 would raise an exception.
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2024-04-09 16:50:43 -04:00 |
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fba40eb1bd
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Fix the padding behavior when max-pooling regional prompt masks to mirror the downscaling behavior of SD and SDXL. Prior to this change, denoising with input latent dimensions that were not evenly divisible by 8 would raise an exception.
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2024-04-09 16:50:43 -04:00 |
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0c6dd32ece
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(minor) Fix IP-Adapter conditional logic in CustomAttnProcessor2_0.
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2024-04-09 15:06:51 -04:00 |
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0bdbfd4d1d
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Add support for IP-Adapter masks.
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2024-04-09 15:06:51 -04:00 |
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2e27ed5f3d
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Pass IP-Adapter scales through the cross_attn_kwargs pathway, since they are the same for all attention layers. This change also helps to prepare for adding IP-Adapter region masks.
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2024-04-09 15:06:51 -04:00 |
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4a828818da
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Remove support for Prompt-to-Prompt cross-attention control (aka .swap()). This feature is not widely used. It does not work with SDXL and is incompatible with IP-Adapter and regional prompting. The implementation is also intertwined with both text embedding and the UNet attention layers, resulting in a high maintenance burden. For all of these reasons, we have decided to drop support.
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2024-04-09 10:57:02 -04:00 |
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182810337c
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Add utility to_standard_float_mask(...) to convert various mask formats to a standardized format.
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2024-04-09 08:12:12 -04:00 |
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75ef473748
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Pull the upstream changes from diffusers' AttnProcessor2_0 into CustomAttnProcessor2_0. This fixes a bug in CustomAttnProcessor2_0 that was being triggered when peft was not installed. The bug was present in a block of code that was previously copied from diffusers. The bug seems to have been introduced during diffusers' migration to PEFT for their LoRA handling. The upstream bug was fixed in 531e719163.
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2024-04-09 08:12:12 -04:00 |
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a78df8123f
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Update the diffusion logic to use the new regional prompting feature.
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2024-04-09 08:12:12 -04:00 |
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7ca677578e
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Create a UNetAttentionPatcher for patching UNet models with CustomAttnProcessor2_0 modules.
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2024-04-09 08:12:12 -04:00 |
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31c456c1e6
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Update CustomAttention to support both IP-Adapters and regional prompting.
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2024-04-09 08:12:12 -04:00 |
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2ce79b61f5
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Initialize a RegionalPromptAttnProcessor2_0 class by copying AttnProcessor2_0 from diffusers.
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2024-04-09 08:12:12 -04:00 |
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109e3f0e7f
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Add RegionalPromptData class for managing prompt region masks.
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2024-04-09 08:12:12 -04:00 |
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d1e45585d0
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Add TextConditioningRegions to the TextConditioningData data structure.
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2024-04-09 08:12:12 -04:00 |
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aba023e0c5
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Improve documentation of conditioning_data.py.
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2024-04-09 08:12:12 -04:00 |
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e354c29b52
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Rename ConditioningData -> TextConditioningData.
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2024-04-09 08:12:12 -04:00 |
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a7f363e654
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Split ip_adapter_conditioning out from ConditioningData.
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2024-04-09 08:12:12 -04:00 |
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9b2162e564
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Remove scheduler_args from ConditioningData structure.
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2024-04-09 08:12:12 -04:00 |
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b378cfcb46
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cleanup: remove unused scripts, cruft
App runs & tests pass.
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2024-03-20 15:05:25 +11:00 |
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897fe497dc
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fix(config): use new get_config across the app, use correct settings
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2024-03-19 09:24:28 +11:00 |
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145bb45858
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Remove dead code related to an old symmetry feature.
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2024-03-10 00:13:18 -06:00 |
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cc45007dc4
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Remove unused code for attention map saving.
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2024-03-02 08:25:41 -05:00 |
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73bec56c59
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Delete unused functions from shared_invokeai_diffusion.py.
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2024-03-02 08:25:41 -05:00 |
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6935830f99
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Remove unused constructor declared with typo in name: __int__.
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2024-03-01 15:12:03 -05:00 |
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7651eeea8d
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Merge sequential conditioning and cac conditioning logic to eliminate a bunch of duplication.
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2024-03-01 15:12:03 -05:00 |
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9bc4e7a593
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Remove use of **kwargs in do_unet_step(...), where full parameter list is known and supported.
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2024-03-01 15:12:03 -05:00 |
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ad96857e0f
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Fix avoid storing extra conditioning info in two places.
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2024-03-01 15:12:03 -05:00 |
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dd9daf8efb
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chore: ruff
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2024-03-01 10:42:33 +11:00 |
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05fb485d33
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feat(nodes): move ConditioningFieldData to conditioning_data.py
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2024-03-01 10:42:33 +11:00 |
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73a077956b
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Why did my IDE change the comment?
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2024-02-01 20:40:28 -05:00 |
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5e1e50bd47
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Fix hopefully last import
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2024-02-01 20:40:28 -05:00 |
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